Meta Scraps Project OT After AI Agents Fail to Deliver, Cancels 60% Team Cuts Plan
15 Sources
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Meta's scrapped plans to go "AI native" included slashing teams by 60 percent
Earlier this year, Meta created a "plan" to reduce some of its teams by as much as 60 percent to make the company "AI native," Reuters reported today, citing two people familiar with Meta's internal affairs. Reuters' report highlights the challenges organizations face when analyzing the best uses
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Breakingviews - Meta's AI dream reels on more than lab-rat revolt
NEW YORK, Aug 26 (Reuters Breakingviews) - Technological revolutions don't come cheap, whether in terms of money or affected workers, opens new tab. Silicon Valley is built on the idea that they are nonetheless inevitable. Little wonder, then, that tech giants like Meta Platforms (META.O), opens
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Meta reportedly abandoned an AI-focused restructuring plan that would have laid off thousands - Engadget
The problem with the AI restructuring is the AI wasn't good enough. Sometimes, AI-driven restructuring goes about as well as an AI-assisted legal brief. Reuters reports that Meta spent much of this year testing a plan in which AI would take over many of the workforce's daily tasks. Dubbed Project
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Zuckerberg's plan to replace staff with AI lasted four months
Meta explored cutting the size of many teams by as much as 60% and handing the work to AI agents, under a plan code-named Project OT. Its own data showed the agents produced far more code but few more features. Zuckerberg cancelled the second wave hours before the first. Meta spent the first half
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Mark Zuckerberg had a bold plan to replace Meta staff with AI. Here's how it imploded.
To make its workforce "AI native," Meta explored slashing the size of many teams across the company by as much as 60% in two waves, internal documents show. Staff revolted - and hours before a big layoff in May, the CEO called off planning for further cuts. In January, Meta CEO Mark Zuckerberg and
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Meta thought AI could do the job instead of humans -- what happened next should surprise absolutely nobody
A new report claims Meta once planned to replace 60% of its workforce with AI Imagine AI is the sun and businesses are Icarus. By now, most of us are basking in the light of this transformative innovation, which sometimes feels too hot and other times disappears behind clouds so dense we wonder
[7]
Mark Zuckerberg Had a Secret Plan to Replace Meta Staff With AI Agents, and It Backfired Spectacularly
Can't-miss innovations from the bleeding edge of science and tech In May, Meta laid off roughly ten percent of its global workforce, affecting almost 8,000 people. The vast culling came amidst repeated promises of an AI-led technological revolution that would make human labor a thing of the past.
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Mark Zuckerberg's Botched AI Makeover of Meta
Mark Zuckerberg has never been known for generating massive amounts of goodwill, but the past several weeks have been particularly rough for the Meta founder. Earlier this month, reports emerged that his superyacht was booed for leaving a much smaller boat's passengers stranded in Alaskan waters.
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Inside Meta's Project OT that could have cut some teams by 60% and why Mark Zuckerberg scrapped it
Mark Zuckerberg, the CEO of Meta, set out with Project OT to create an AI-driven future for the company, proposing substantial team reductions in favor of AI automation. Yet, internal pushback and fears over efficiency stymied the next phase of this initiative. Investors also expressed doubts
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Mark Zuckerberg had a bold plan to replace Meta staff with AI. Here's how it imploded.
Meta considered cutting some teams by as much as 60% under an AI-driven restructuring plan, Reuters reported. The company ultimately cut 10% of staff in May and abandoned a second round as employee opposition grew and internal data showed AI tools were not delivering expected productivity
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Mark Zuckerberg told staff AI would take over much of human employees' work
In January, Mark Zuckerberg and his top executives gathered at his Hawaii compound for their annual leadership retreat. What they planned there never made it to the public. Until now. Reuters published a special report on Aug. 26, based on scores of internal documents, recordings, and more than 20
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Mark Zuckerberg hatched secret jobs bloodbath plan to ax 60% of staff -- and then it blew up in his face
Mark Zuckerberg was ready to pull the plug -- then a revolt stopped him in his tracks. New details have surfaced of those plans involving tech giant Meta Platforms, which owns Facebook and Instagram, revealing the ambitious goal to use artificial intelligence to take over the role of many
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Mark Zuckerberg had a bold plan to replace Meta staff with AI. Here's how it imploded
In January, Meta CEO Mark Zuckerberg and his top lieutenants gathered for their annual leadership retreat at his Hawaii compound. There they hatched a radical plan to reimagine work at the social-media giant in the age of artificial intelligence. Code-named Project OT - short for Organization
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Meta reportedly pulls back Project OT: AI-first overhaul stalls
After AI output surged, features lagged and incidents climbed Meta appears to have backed away from Project OT, an internal restructuring effort that, at least on paper, could have cut some teams by as much as 60%. The idea was to reorganize around automation first: more software agents, smaller
[15]
Meta wanted to replace its workers with AIs and... it's backfired badly
Productivity missed targets, incidents rose 40%, and layoffs were halted At the start of 2026, Meta set in motion a plan to replace its workers with AI systems: Project OT. The plan involved cutting several teams by as much as 60% and then relying on agents capable of carrying out much of the
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Meta abandoned its ambitious Project OT plan to become AI-native after AI agents failed to boost productivity as expected. The company explored slashing team headcounts by 60% and replacing human roles with AI agents, but canceled the second wave of layoffs hours before the first, following employee backlash and internal data showing AI produced more code but fewer features.
Meta's Bold Vision for AI-Driven Organizational Transformation
Meta explored one of tech's most aggressive AI-focused restructuring plans this year, code-named Project OT (Organization Transformation), which would have slashed some team headcounts by as much as 60 percent
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. Mark Zuckerberg and his top executives hatched the plan during their January leadership retreat at his Hawaii compound, envisioning an AI-native organization where AI agents would take over much of the daily work performed by thousands of human employees5
. The restructuring would be carried out in two waves, with the first purge scheduled for May and a second shake-up planned for November5
. One HR executive projected the workforce reduction would be at least as large as Meta's 2023 cuts of roughly 25 percent or more1
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Source: Reuters
The AI-Native Playbook and Organizational Vision
Zuckerberg's plan to replace staff with AI centered on creating smaller, "talent-dense" cadres of human staffers who would oversee virtual workers
5
. An internal document titled the "AI-Native Playbook" outlined how product teams of 10 to 20 specialists would shrink to pods of three to five people4
. Engineers, designers, and product managers would transition into general-purpose "builder" roles, while middle-management layers would shrink3
. The vision described an AI-native company where "AI-ready tools and agents interact, workflows are automated, [and] new builds are AI-first"1
. Agent-assisted analysis would help prioritize daily tasks, and the company would sell AI agents to third parties, which Meta began doing in June1
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Source: Ars Technica
When AI Agents Failed to Deliver Productivity Gains
Meta's own internal data revealed the critical flaw in Project OT: AI agents were producing volume rather than value. Code changes to internal software platforms and infrastructure surged 220 percent year-over-year, according to a June post by CTO Andrew Bosworth, but changes that led to new or upgraded features reaching Meta users increased only 36 percent
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. The gap between code production and actual feature deployment exposed fundamental limitations in the AI-driven organizational transformation strategy. Internal posts revealed that unchecked AI agents were performing "large-scale, disruptive actions that humans are unlikely to execute," leading to a 40 percent increase in major technical and security incidents compared to the prior year1
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. Employee time spent resolving these problems increased by as much as 70 percent1
.Employee Backlash and Morale Crisis
Meta AI restructuring efforts triggered significant employee backlash as workers became convinced they were training their replacements. The company had reassigned engineers to write software puzzles used as training data, and mandated tracking software on US employees' devices to capture keystrokes and mouse clicks so AI agents could learn to use computers like humans
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. Meta paused that program in June amid mounting concerns4
. Reports of impending layoffs and the tracking program severely damaged morale1
. Meta's internal sentiment score plummeted from 74 percent favorable to 55 percent in its half-year Pulse survey4
. Employees responded to executive posts with pictures of elephants, and labor organizing gathered pace4
. Twenty-six employees have since sued the company, alleging its AI systems targeted workers on medical leave for layoffs4
.Zuckerberg's Abrupt Course Correction
On the night of May 19, just hours before the first wave of layoffs, Zuckerberg canceled planning for the November cuts
5
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. Meta proceeded with laying off approximately 8,000 jobs the next day, roughly 10 percent of its workforce, and moved 7,000 people into AI roles in the same week4
. Reuters was unable to determine what exactly prompted Zuckerberg to shift course1
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. In July, Zuckerberg acknowledged during a company meeting that the "trajectory of the agentic development over at least the last four months hasn't really accelerated in the way that we expected"1
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Source: NYMag
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The Financial Reality Behind AI-Native Ambitions
While Meta explored slashing team headcounts to reduce its towering $30 billion worker compensation budget in the first half of the year, the company faced mounting capital expenditure on data centers
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. Investment is estimated to hit nearly $170 billion next year, according to LSEG data2
. At that pace, increased depreciation and amortization might well consume any employment savings from cost-cutting measures. Meta's total employee compensation is actually rising—ignoring severance costs, the company spent nearly 30 percent more in the first half of 2026 than in 20252
. AI researchers command premium salaries, and Zuckerberg has notoriously bid up compensation as much as anyone2
.What This Means for AI Adoption Across Tech
Meta's stumble with Project OT highlights fundamental challenges organizations face when determining the best uses for AI agents and when the technology truly outperforms human employees. As Clayton Christensen's "The Innovator's Dilemma" explains, existing products, employees, and managerial structures are well adapted to the status quo, and attempting to change them in the face of revolutionary industry shifts might cause them to fall apart
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. Moving fast and breaking things works for startups with little to lose, but a $1.4 trillion titan like Meta cannot afford that mindset2
. The episode demonstrates that drastically refashioning a giant firm presents inherent problems, and that it's rarely evident how best to use new technologies. Factories and offices took decades to optimally redesign work around electricity and computers2
. Watch for how Meta and other tech giants balance AI automation ambitions against employee concerns, technical limitations, and the reality that sophisticated models may not yet be ready to replace human roles with AI agents at the scale once envisioned.References
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